Datascience Simplified - Thabresh Blog

Build expertise in data manipulation, visualization, predictive analytics, machine learning, and data science.

Topics Covered

• Python
• Machine Learning
• Statistics
• Deep Learning
• Computer Vision
• Natural Language processing
• Data Visualization

Featured

• Machine Leaning - AWS
• Google Machine Learning

Python Programming

Reasons you may want to learn Python for Machine Learning.

• Many people are using Python for Machine Learning so there’s lots of support available online
• Python is a high-level programming language with a wide range of Machine Learning frameworks available.
• There is a low barrier to entry since Python reads like English

Recommanded

• Codecademy's Python 3 course: Good beginner material, includes tons of in-browser exercises
• DataQuest: Similar interface to Codecademy, but focused on teaching Python in the context of data science
• Google's Python Class: Slightly more advanced, includes hours of useful lecture videos and downloadable exercises (with solutions)
• Python for Everybody: Designed for people without any programming experience

Usefull Websites:

• http://learnpython.org
• http://www.pythonchallenge.com/

Useful Repo:

• Python for Data Science

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Microsoft Excel

• full tutorial from beginning to advanced
• https://excel-practice-online.com/

SQL

• https://www.sql-practice.com/
• https://leetcode.com/problemset/database/

Data Visualization

• Art of Data Visualization - Notebooks Collection
• Learn PowerBI

iNeuron Full Stack Data Science certification

• Python
• Advanced Python
• Programming